{"id":11250,"date":"2023-11-05T18:00:00","date_gmt":"2023-11-05T09:00:00","guid":{"rendered":"https:\/\/bocek.co.jp\/media\/?p=11250"},"modified":"2023-11-06T21:02:08","modified_gmt":"2023-11-06T12:02:08","slug":"%e3%82%b5%e3%82%a4%e3%83%90%e3%83%bc%e3%82%a8%e3%83%bc%e3%82%b8%e3%82%a7%e3%83%b3%e3%83%88-%e5%a4%a7%e8%a6%8f%e6%a8%a1%e8%a8%80%e8%aa%9e%e3%83%a2%e3%83%87%e3%83%ab%e3%81%ae%e3%83%90%e3%83%bc%e3%82%b8","status":"publish","type":"post","link":"https:\/\/taskhub.jp\/magazine\/news\/11250\/","title":{"rendered":"\u30b5\u30a4\u30d0\u30fc\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8 \u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u30d0\u30fc\u30b8\u30e7\u30f32\u3092\u767a\u8868 \u5546\u7528\u5229\u7528\u3082\u53ef\u80fd\u306b"},"content":{"rendered":"\n

\u30b5\u30a4\u30d0\u30fc\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u300111\u67082\u65e5\u306b70\u5104\u30d1\u30e9\u30e1\u30fc\u30bf\u30fb32,000\u30c8\u30fc\u30af\u30f3\u5bfe\u5fdc\u306e\u65e5\u672c\u8a9e\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u3092\u516c\u958b\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n

\u30b5\u30a4\u30d0\u30fc\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u304b\u306d\u3066\u3088\u308a\u65e5\u672c\u8a9eLLM\u306e\u958b\u767a\u306b\u53d6\u308a\u7d44\u3093\u3067\u304a\u308a\u30012023\u5e745\u6708\u306b\u306f\u300cCyberAgentLM\u300d\u3092\u4e00\u822c\u516c\u958b\u3057\u307e\u3057\u305f\u3002\u305d\u308c\u4ee5\u964d\u3082\u3001\u6301\u7d9a\u7684\u306a\u7814\u7a76\u958b\u767a\u3092\u7d4c\u3066\u3001\u4eca\u56de\u65b0\u305f\u306b\u30e2\u30c7\u30eb\u3092\u30ea\u30ea\u30fc\u30b9\u3059\u308b\u306b\u81f3\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n

\u53c2\u8003\uff1a\u30b5\u30a4\u30d0\u30fc\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8<\/a><\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

\u5f15\u7528\u5143\uff1a\u30b5\u30a4\u30d0\u30fc\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8<\/a><\/p>\n\n\n\n

\u516c\u958b\u3055\u308c\u305f\u30e2\u30c7\u30eb\u306e\u7279\u5fb4<\/h2>\n\n\n\n

\u4eca\u56de\u30b5\u30a4\u30d0\u30fc\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u516c\u958b\u3057\u305f\u30e2\u30c7\u30eb\u306f\u3001\u65e5\u672c\u8a9e\u304a\u3088\u3073\u82f1\u8a9e\u30c7\u30fc\u30bf\u3067\u4e8b\u524d\u5b66\u7fd2\u3092\u884c\u306a\u3063\u305f70\u5104\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u30d9\u30fc\u30b9\u30e2\u30c7\u30eb\u300cCyberAgentLM2-7B\u300d\u3068\u3001\u30c1\u30e3\u30c3\u30c8\u5f62\u5f0f\u3067\u306e\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3092\u884c\u3063\u305f\u300cCyberAgentLM2-7B-Chat\u300d\u306e2\u7a2e\u985e\u3067\u3059\u3002<\/strong><\/p>\n\n\n\n

\u300cCyberAgentLM2-7B-Chat\u300d\u306f\u3001\u5165\u51fa\u529b\u306e\u9577\u3055\u3068\u3057\u306632000\u30c8\u30fc\u30af\u30f3\u306b\u5bfe\u5fdc\u3057\u3066\u304a\u308a\u3001\u3053\u308c\u306f\u65e5\u672c\u8a9e\u6587\u7ae0\u3092\u7d0450,000\u6587\u5b57\u307e\u3067\u4e00\u5ea6\u306b\u51e6\u7406\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/mark><\/strong><\/p>\n\n\n\n

\u3053\u308c\u3089\u306e\u30e2\u30c7\u30eb\u306fApache License 2.0\u306b\u57fa\u3065\u304d\u5546\u7528\u5229\u7528\u304c\u53ef\u80fd<\/mark><\/strong>\u3067\u3001Hugging Face\u306e\u304b\u3089\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

CyberAgentLM2\u306eHugging Face\u30ea\u30f3\u30af\uff1a<\/p>\n\n\n\n

https://huggingface.co\/cyberagent<\/code><\/pre>\n\n\n\n
\u30b5\u30a4\u30d0\u30fc\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001LLM\u306e\u958b\u767a\u3068\u30d3\u30b8\u30cd\u30b9\u3078\u306e\u6d3b\u7528\u3092\u9032\u3081\u308b\u3068\u3068\u3082\u306b\u3001\u30e2\u30c7\u30eb\u306e\u516c\u958b\u3068\u7523\u5b66\u9023\u643a\u3092\u9032\u3081\u308b\u3053\u3068\u3067\u3001\u56fd\u5185\u306e\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u6280\u8853\u306e\u767a\u5c55\u306b\u8ca2\u732e\u3057\u3066\u3044\u304f\u3068\u8ff0\u3079\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u5b9f\u969b\u306b\u4f7f\u3063\u3066\u307f\u305f<\/h2>\n\n\n\n
Hugging Face\u3092\u53c2\u8003\u306b\u3057\u3066\u3001\u5b9f\u969b\u306b\u300cCyberAgentLM2-7B-Chat\u300d\u3092\u4f7f\u7528\u3057\u3001ChatGPT\u306e\u7121\u6599\u7248\u30e2\u30c7\u30eb\u3067\u3042\u308bGPT-3.5\u3068\u306e\u51fa\u529b\u306e\u6bd4\u8f03\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u5b9f\u884c\u3059\u308b\u30b3\u30fc\u30c9<\/p>\n\n\n\n
import transformers\nfrom transformers import AutoModelForCausalLM, AutoTokenizer, TextStreamer\n\nassert transformers.__version__ >= \"4.34.1\"\n\nmodel = AutoModelForCausalLM.from_pretrained(\"cyberagent\/calm2-7b-chat\", device_map=\"auto\", torch_dtype=\"auto\")\ntokenizer = AutoTokenizer.from_pretrained(\"cyberagent\/calm2-7b-chat\")\nstreamer = TextStreamer(tokenizer, skip_prompt=True, skip_special_tokens=True)\n\nprompt = \"\"\"USER:{\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u5165\u529b}<\/mark><\/strong>\nASSISTANT: \"\"\"\n\ntoken_ids = tokenizer.encode(prompt, return_tensors=\"pt\")\noutput_ids = model.generate(\n    input_ids=token_ids.to(model.device),\n    max_new_tokens=300,\n    do_sample=True,\n    temperature=0.8,\n    streamer=streamer,\n)\n<\/code><\/pre>\n\n\n\n
\u2460\u6587\u7ae0\u306e\u8981\u7d04<\/h3>\n\n\n\n
\u306f\u3058\u3081\u306b\u3001\u6587\u7ae0\u306e\u8981\u7d04\u306b\u95a2\u3059\u308b\u51fa\u529b\u3092\u691c\u8a3c\u3057\u307e\u3059\u3002\u5929\u52d5\u8aac\u3068\u5730\u52d5\u8aac\u306b\u95a2\u3059\u308b1000\u5b57\u7a0b\u5ea6\u306e\u6587\u7ae0\u3092\u8981\u7d04\u3057\u3066\u3082\u3089\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u30d7\u30ed\u30f3\u30d7\u30c8\uff1a<\/p>\n\n\n\n
\u6b21\u306e\u6587\u7ae0\u3092200\u5b57\u7a0b\u5ea6\u3067\u8981\u7d04\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u6700\u5f8c\u306b\u6587\u5b57\u6570\u3092\u51fa\u529b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n#\u6587\u7ae0\n\u5730\u52d5\u8aac\u3068\u5929\u52d5\u8aac\u306f\u3001\u592a\u967d\u7cfb\u306e\u69cb\u9020\u3068\u5b87\u5b99\u306b\u304a\u3051\u308b\u5730\u7403\u306e\u4f4d\u7f6e\u306b\u3064\u3044\u3066\u5bfe\u7acb\u3059\u308b\u4e8c\u3064\u306e\u7406\u8ad6\u3067\u3059\u3002\u5929\u52d5\u8aac\u306f\u3001\u5730\u7403\u304c\u5b87\u5b99\u306e\u4e2d\u5fc3\u306b\u3042\u308a\u3001\u4ed6\u306e\u5929\u4f53\u304c\u5730\u7403\u306e\u5468\u308a\u3092\u56de\u308b\u3068\u3044\u3046\u8003\u3048\u3067\u3001\u53e4\u4ee3\u30ae\u30ea\u30b7\u30e3\u306e\u30a2\u30ea\u30b9\u30c8\u30c6\u30ec\u30b9\u3084\u5f8c\u306b\u30d7\u30c8\u30ec\u30de\u30a4\u30aa\u30b9\u306b\u3088\u3063\u3066\u767a\u5c55\u3057\u307e\u3057\u305f\u3002\u30d7\u30c8\u30ec\u30de\u30a4\u30aa\u30b9\u306e\u30e2\u30c7\u30eb\u306f\u3001\u5929\u7403\u3068\u5929\u4f53\u306e\u5b8c\u74a7\u306a\u5186\u904b\u52d5\u3092\u57fa\u790e\u3068\u3057\u3066\u304a\u308a\u3001\u4e2d\u4e16\u30e8\u30fc\u30ed\u30c3\u30d1\u3067\u5e83\u304f\u53d7\u3051\u5165\u308c\u3089\u308c\u3066\u3044\u305f\u3002\n\n\u4e00\u65b9\u3001\u5730\u52d5\u8aac\u306f16\u4e16\u7d00\u306e\u5929\u6587\u5b66\u8005\u30cb\u30b3\u30e9\u30a6\u30b9\u30fb\u30b3\u30da\u30eb\u30cb\u30af\u30b9\u306b\u3088\u3063\u3066\u518d\u5c0e\u5165\u3055\u308c\u307e\u3057\u305f\u3002\u30b3\u30da\u30eb\u30cb\u30af\u30b9\u306f\u3001\u592a\u967d\u304c\u5b87\u5b99\u306e\u4e2d\u5fc3\u306b\u3042\u308a\u3001\u5730\u7403\u3092\u542b\u3080\u4ed6\u306e\u60d1\u661f\u304c\u592a\u967d\u306e\u5468\u308a\u3092\u516c\u8ee2\u3057\u3066\u3044\u308b\u3068\u3044\u3046\u30e2\u30c7\u30eb\u3092\u63d0\u6848\u3057\u307e\u3057\u305f\u3002\u3053\u308c\u306f\u3001\u5929\u4f53\u306e\u904b\u52d5\u3092\u3088\u308a\u5358\u7d14\u5316\u3057\u3001\u6b63\u78ba\u306b\u8aac\u660e\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u305f\u305f\u3081\u3001\u9769\u547d\u7684\u3067\u3057\u305f\u304c\u3001\u521d\u3081\u306f\u5e83\u304f\u53d7\u3051\u5165\u308c\u3089\u308c\u307e\u305b\u3093\u3067\u3057\u305f\u3002\n\n\u5730\u52d5\u8aac\u306f\u3001\u30ac\u30ea\u30ec\u30aa\u30fb\u30ac\u30ea\u30ec\u30a4\u3084\u30e8\u30cf\u30cd\u30b9\u30fb\u30b1\u30d7\u30e9\u30fc\u3068\u3044\u3063\u305f\u79d1\u5b66\u8005\u306b\u3088\u3063\u3066\u3055\u3089\u306b\u63a8\u3057\u9032\u3081\u3089\u308c\u307e\u3057\u305f\u3002\u30ac\u30ea\u30ec\u30aa\u306f\u671b\u9060\u93e1\u3092\u4f7f\u7528\u3057\u3066\u5b87\u5b99\u89b3\u5bdf\u3092\u884c\u3044\u3001\u6728\u661f\u306e\u885b\u661f\u3084\u91d1\u661f\u306e\u76f8\u3001\u305d\u3057\u3066\u6708\u306e\u30af\u30ec\u30fc\u30bf\u30fc\u3068\u3044\u3063\u305f\u73fe\u8c61\u3092\u89b3\u6e2c\u3057\u307e\u3057\u305f\u3002\u3053\u308c\u3089\u306e\u767a\u898b\u306f\u3001\u3059\u3079\u3066\u306e\u5929\u4f53\u304c\u5730\u7403\u306e\u5468\u308a\u3092\u56de\u3063\u3066\u3044\u308b\u3068\u3044\u3046\u5929\u52d5\u8aac\u3068\u77db\u76fe\u3057\u3066\u3044\u307e\u3057\u305f\u3002\u307e\u305f\u3001\u30b1\u30d7\u30e9\u30fc\u306f\u60d1\u661f\u306e\u8ecc\u9053\u304c\u5b8c\u74a7\u306a\u5186\u3067\u306f\u306a\u304f\u6955\u5186\u3067\u3042\u308b\u3068\u793a\u3059\u30b1\u30d7\u30e9\u30fc\u306e\u6cd5\u5247\u3092\u767a\u898b\u3057\u307e\u3057\u305f\u3002\n\n\u3057\u304b\u3057\u3001\u3053\u306e\u65b0\u3057\u3044\u5b87\u5b99\u89b3\u306f\u30ab\u30c8\u30ea\u30c3\u30af\u6559\u4f1a\u306b\u3088\u308b\u6fc0\u3057\u3044\u62b5\u6297\u306b\u906d\u3044\u307e\u3057\u305f\u3002\u30ac\u30ea\u30ec\u30aa\u306f\u7570\u7aef\u5be9\u554f\u306b\u304b\u3051\u3089\u308c\u3001\u5730\u52d5\u8aac\u3092\u652f\u6301\u3059\u308b\u8457\u4f5c\u306e\u51fa\u7248\u304c\u7981\u6b62\u3055\u308c\u3001\u6700\u7d42\u7684\u306b\u306f\u5f7c\u306e\u7406\u8ad6\u3092\u64a4\u56de\u3059\u308b\u3088\u3046\u5f37\u3044\u3089\u308c\u307e\u3057\u305f\u3002\n\n\u6700\u7d42\u7684\u306b\u3001\u5730\u52d5\u8aac\u306f\u30a2\u30a4\u30b6\u30c3\u30af\u30fb\u30cb\u30e5\u30fc\u30c8\u30f3\u306e\u4e07\u6709\u5f15\u529b\u306e\u6cd5\u5247\u306b\u3088\u3063\u3066\u5f37\u56fa\u306a\u3082\u306e\u3068\u306a\u308a\u307e\u3057\u305f\u3002\u30cb\u30e5\u30fc\u30c8\u30f3\u306e\u6cd5\u5247\u306f\u3001\u60d1\u661f\u304c\u592a\u967d\u306e\u5468\u308a\u3092\u56de\u308b\u305f\u3081\u306e\u7269\u7406\u7684\u539f\u7406\u3092\u63d0\u4f9b\u3057\u3001\u305d\u308c\u306b\u3088\u3063\u3066\u79d1\u5b66\u7684\u306a\u5b87\u5b99\u89b3\u304c\u5b8c\u5168\u306b\u5909\u308f\u308a\u307e\u3057\u305f\u3002\u30cb\u30e5\u30fc\u30c8\u30f3\u306e\u7269\u7406\u5b66\u306e\u9032\u6b69\u306f\u3001\u5730\u52d5\u8aac\u3092\u78ba\u56fa\u305f\u308b\u3082\u306e\u306b\u3057\u3001\u4ee5\u5f8c\u306e\u5929\u6587\u5b66\u306e\u7814\u7a76\u3067\u5e83\u304f\u53d7\u3051\u5165\u308c\u3089\u308c\u308b\u57fa\u790e\u3068\u306a\u308a\u307e\u3057\u305f\u3002\n\n20\u4e16\u7d00\u306b\u5165\u308b\u3068\u3001\u66f4\u306a\u308b\u89b3\u6e2c\u6280\u8853\u3068\u7406\u8ad6\u7684\u67a0\u7d44\u307f\u306e\u767a\u5c55\u306b\u3088\u308a\u3001\u5b87\u5b99\u306e\u7406\u89e3\u306f\u3055\u3089\u306b\u6df1\u307e\u308a\u307e\u3057\u305f\u3002\u5929\u52d5\u8aac\u3068\u5730\u52d5\u8aac\u306e\u8ad6\u4e89\u306f\u3001\u79d1\u5b66\u7684\u63a2\u6c42\u306e\u6b74\u53f2\u306b\u304a\u3044\u3066\u3001\u89b3\u6e2c\u3068\u7406\u8ad6\u304c\u3044\u304b\u306b\u4eba\u3005\u306e\u4e16\u754c\u89b3\u3092\u5909\u3048\u308b\u304b\u3092\u793a\u3059\u4e00\u4f8b\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u4eca\u65e5\u3067\u306f\u3001\u5730\u52d5\u8aac\u306f\u5e83\u304f\u53d7\u3051\u5165\u308c\u3089\u308c\u3066\u304a\u308a\u3001\u5b87\u5b99\u306e\u8907\u96d1\u3055\u3068\u7f8e\u3057\u3055\u3092\u63a2\u6c42\u3059\u308b\u73fe\u4ee3\u79d1\u5b66\u306e\u51fa\u767a\u70b9\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/code><\/pre>\n\n\n\n
GPT-3.5\u306e\u51fa\u529b\uff1a<\/p>\n\n\n\n
\u5730\u52d5\u8aac\u3068\u5929\u52d5\u8aac\u306f\u592a\u967d\u7cfb\u306e\u69cb\u9020\u3068\u5730\u7403\u306e\u4f4d\u7f6e\u306b\u95a2\u3059\u308b2\u3064\u306e\u5bfe\u7acb\u3059\u308b\u7406\u8ad6\u3067\u3059\u3002\u5929\u52d5\u8aac\u3067\u306f\u3001\u5730\u7403\u304c\u5b87\u5b99\u306e\u4e2d\u5fc3\u3067\u4ed6\u306e\u5929\u4f53\u304c\u5468\u308a\u3092\u56de\u308b\u3068\u3055\u308c\u3001\u53e4\u4ee3\u30ae\u30ea\u30b7\u30e3\u306e\u30a2\u30ea\u30b9\u30c8\u30c6\u30ec\u30b9\u3084\u30d7\u30c8\u30ec\u30de\u30a4\u30aa\u30b9\u306b\u3088\u3063\u3066\u767a\u5c55\u3057\u307e\u3057\u305f\u3002\u5730\u52d5\u8aac\u306f\u30b3\u30da\u30eb\u30cb\u30af\u30b9\u306b\u3088\u3063\u3066\u63d0\u5531\u3055\u308c\u3001\u592a\u967d\u304c\u4e2d\u5fc3\u3067\u5730\u7403\u3068\u4ed6\u306e\u60d1\u661f\u304c\u592a\u967d\u306e\u5468\u308a\u3092\u516c\u8ee2\u3059\u308b\u30e2\u30c7\u30eb\u3067\u3059\u3002\u5730\u52d5\u8aac\u306f\u30ac\u30ea\u30ec\u30aa\u3084\u30b1\u30d7\u30e9\u30fc\u306b\u3088\u3063\u3066\u652f\u6301\u3055\u308c\u3001\u5929\u52d5\u8aac\u3068\u306e\u77db\u76fe\u3092\u660e\u3089\u304b\u306b\u3057\u307e\u3057\u305f\u3002\u3057\u304b\u3057\u3001\u30ab\u30c8\u30ea\u30c3\u30af\u6559\u4f1a\u306e\u62b5\u6297\u306b\u906d\u3044\u3001\u30ac\u30ea\u30ec\u30aa\u306f\u7570\u7aef\u5be9\u554f\u306b\u304b\u3051\u3089\u308c\u307e\u3057\u305f\u3002\u6700\u7d42\u7684\u306b\u3001\u30cb\u30e5\u30fc\u30c8\u30f3\u306e\u4e07\u6709\u5f15\u529b\u306e\u6cd5\u5247\u306b\u3088\u308a\u5730\u52d5\u8aac\u304c\u78ba\u7acb\u3055\u308c\u3001\u5b87\u5b99\u89b3\u304c\u5909\u308f\u308a\u307e\u3057\u305f\u300220\u4e16\u7d00\u306b\u306f\u89b3\u6e2c\u6280\u8853\u3068\u7406\u8ad6\u306e\u767a\u5c55\u306b\u3088\u308a\u5b87\u5b99\u306e\u7406\u89e3\u304c\u6df1\u307e\u308a\u307e\u3057\u305f\u3002\u5730\u52d5\u8aac\u306f\u73fe\u4ee3\u79d1\u5b66\u306e\u57fa\u790e\u3068\u306a\u308a\u3001\u5b87\u5b99\u306e\u63a2\u6c42\u306e\u51fa\u767a\u70b9\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u6587\u5b57\u6570\u306f449\u6587\u5b57\u3067\u3059\u3002<\/code><\/pre>\n\n\n\n
CALM2\u306e\u51fa\u529b\uff1a<\/p>\n\n\n\n
\u5730\u52d5\u8aac\u3068\u5929\u52d5\u8aac\u306f\u3001\u4e8c\u3064\u306e\u5b87\u5b99\u89b3\u304c\u5bfe\u7acb\u3059\u308b\u3082\u306e\u3067\u3042\u308a\u3001\u5929\u52d5\u8aac\u306f\u5730\u7403\u304c\u4e2d\u5fc3\u3067\u4ed6\u306e\u5929\u4f53\u304c\u56de\u3063\u3066\u3044\u308b\u3068\u8003\u3048\u308b\u306e\u306b\u5bfe\u3057\u3001\u5730\u52d5\u8aac\u306f\u592a\u967d\u304c\u5b87\u5b99\u306e\u4e2d\u5fc3\u3067\u4ed6\u306e\u5929\u4f53\u304c\u56de\u3063\u3066\u3044\u308b\u3068\u8003\u3048\u307e\u3059\u3002\u5929\u52d5\u8aac\u306f\u53e4\u4ee3\u30ae\u30ea\u30b7\u30e3\u306e\u30a2\u30ea\u30b9\u30c8\u30c6\u30ec\u30b9\u3084\u30d7\u30c8\u30ec\u30de\u30a4\u30aa\u30b9\u306b\u3088\u3063\u3066\u767a\u5c55\u3057\u3001\u305d\u306e\u5f8c\u4e2d\u4e16\u30e8\u30fc\u30ed\u30c3\u30d1\u3067\u5e83\u304f\u53d7\u3051\u5165\u308c\u3089\u308c\u307e\u3057\u305f\u3002\u4e00\u65b9\u3001\u5730\u52d5\u8aac\u306f16\u4e16\u7d00\u306e\u5929\u6587\u5b66\u8005\u30cb\u30b3\u30e9\u30a6\u30b9\u30fb\u30b3\u30da\u30eb\u30cb\u30af\u30b9\u306b\u3088\u3063\u3066\u518d\u5c0e\u5165\u3055\u308c\u3001\u30b1\u30d7\u30e9\u30fc\u3068\u30ac\u30ea\u30ec\u30aa\u306b\u3088\u3063\u3066\u3055\u3089\u306a\u308b\u767a\u5c55\u3092\u9042\u3052\u307e\u3057\u305f\u3002\u3057\u304b\u3057\u3001\u30ab\u30c8\u30ea\u30c3\u30af\u6559\u4f1a\u306b\u3088\u308b\u6fc0\u3057\u3044\u62b5\u6297\u306b\u906d\u3044\u307e\u3057\u305f\u3002\u3057\u304b\u3057\u300120\u4e16\u7d00\u306e\u89b3\u6e2c\u6280\u8853\u3084\u7406\u8ad6\u7684\u67a0\u7d44\u307f\u306e\u767a\u5c55\u306b\u3088\u308a\u3001\u5730\u52d5\u8aac\u306f\u5e83\u304f\u53d7\u3051\u5165\u308c\u3089\u308c\u3001\u5b87\u5b99\u306e\u7406\u89e3\u3092\u6df1\u3081\u308b\u73fe\u4ee3\u79d1\u5b66\u306e\u51fa\u767a\u70b9\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/code><\/pre>\n\n\n\n
GPT-3.5\u306f\u3082\u3061\u308d\u3093\u3001CALM2\u306b\u3064\u3044\u3066\u3082\u81ea\u7136\u306a\u65e5\u672c\u8a9e\u304c\u51fa\u529b\u3055\u308c\u307e\u3057\u305f\u3002<\/mark><\/strong>\u6587\u5b57\u6570\u306b\u95a2\u3057\u3066\u306f\u3069\u3061\u3089\u3082\u30aa\u30fc\u30d0\u30fc\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u304d\u3061\u3093\u3068\u8981\u70b9\u3092\u62bc\u3055\u3048\u305f\u8981\u7d04\u6587\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n\n\n\n
\u2461\u65e5\u672c\u306e\u77e5\u8b58\u306b\u95a2\u3059\u308b\u8cea\u554f<\/h3>\n\n\n\n
\u6b21\u306b\u3001\u65e5\u672c\u306e\u77e5\u8b58\u306b\u95a2\u3059\u308b\u8cea\u554f\u3092\u3057\u307e\u3059\u3002\u65e5\u672c\u306e\u5c71\u3092\u6a19\u9ad8\u304c\u9ad8\u3044\u9806\u306b\u6559\u3048\u3066\u3082\u3089\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u30d7\u30ed\u30f3\u30d7\u30c8\uff1a<\/p>\n\n\n\n
\u65e5\u672c\u306e\u5c71\u3092\u6a19\u9ad8\u304c\u9ad8\u3044\u9806\u306b5\u3064\u6559\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n<\/code><\/pre>\n\n\n\n
GPT-3.5\u306e\u51fa\u529b\uff1a<\/p>\n\n\n\n
\u65e5\u672c\u306e\u5c71\u306e\u6a19\u9ad8\u304c\u9ad8\u3044\u9806\u306b5\u3064\u3092\u4ee5\u4e0b\u306b\u793a\u3057\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u3053\u308c\u3089\u306e\u6a19\u9ad8\u306f\u79c1\u306e\u77e5\u8b58\u306e\u30ab\u30c3\u30c8\u30aa\u30d5\uff082022\u5e741\u6708\uff09\u6642\u70b9\u306e\u3082\u306e\u3067\u3042\u308a\u3001\u6700\u65b0\u306e\u60c5\u5831\u3068\u7570\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3053\u3068\u306b\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n1.\u5bcc\u58eb\u5c71\uff08Mount Fuji\uff09 - \u6a19\u9ad83,776.24\u30e1\u30fc\u30c8\u30eb\n2.\u5317\u5cb3\uff08Kita-dake\uff09 - \u6a19\u9ad83,193\u30e1\u30fc\u30c8\u30eb\n3.\u5357\u5cb3\uff08Minami-dake\uff09 - \u6a19\u9ad83,067\u30e1\u30fc\u30c8\u30eb\n4.\u5271\u5cb3\uff08Tsurugi-dake\uff09 - \u6a19\u9ad82,999\u30e1\u30fc\u30c8\u30eb\n5.\u7acb\u5c71\uff08Tateyama\uff09 - \u6a19\u9ad83,015\u30e1\u30fc\u30c8\u30eb\n\u3053\u308c\u3089\u306f\u3001\u65e5\u672c\u306e\u5c71\u306e\u4e2d\u3067\u3082\u6700\u3082\u9ad8\u3044\u3082\u306e\u306e\u3044\u304f\u3064\u304b\u3067\u3059\u3002\u5730\u7406\u7684\u306a\u5909\u5316\u3084\u65b0\u305f\u306a\u6e2c\u5b9a\u306b\u3088\u308a\u3001\u6a19\u9ad8\u306b\u95a2\u3059\u308b\u60c5\u5831\u306f\u5909\u52d5\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u306e\u3067\u3001\u6700\u65b0\u306e\u60c5\u5831\u3092\u78ba\u8a8d\u3059\u308b\u3053\u3068\u3092\u304a\u52e7\u3081\u3057\u307e\u3059\u3002<\/code><\/pre>\n\n\n\n
CALM2\u306e\u51fa\u529b\uff1a<\/p>\n\n\n\n
1. \u5bcc\u58eb\u5c71 - 3776\u30e1\u30fc\u30c8\u30eb\n2. \u5317\u5cb3 - 3193\u30e1\u30fc\u30c8\u30eb\n3. \u5965\u7a42\u9ad8\u5cb3 - 3190\u30e1\u30fc\u30c8\u30eb\n4. \u69cd\u30f6\u5cb3 - 3180\u30e1\u30fc\u30c8\u30eb\n5. \u4e57\u978d\u5cb3 - 3025\u30e1\u30fc\u30c8\u30eb<\/code><\/pre>\n\n\n\n
\u6b63\u89e3\u306f<\/p>\n\n\n\n
1. \u5bcc\u58eb\u5c71 – 3776m
2. \u5317\u5cb3 – 3193.2m
3.\u5965\u7a42\u9ad8\u5cb3 – 3190m
3.\u9593\u30ce\u5cb3 – 3190m
5.\u69cd\u30f6\u5cb3 – 3180m<\/p>\n\n\n\n
\u3068\u306a\u308b\u306e\u3067\u3001GPT-3.5\u306e\u6b63\u7b54\u7387\u306f40\uff05\u3067CALM2\u306e\u6b63\u7b54\u7387\u306f60%\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u65e5\u672c\u306e\u77e5\u8b58\u306b\u95a2\u3057\u3066\u306f\u3001GPT-3.5\u3088\u308a\u3082CALM2\u306e\u65b9\u304c\u7cbe\u5ea6\u306e\u826f\u3044\u7d50\u679c\u304c\u51fa\u307e\u3057\u305f\u3002<\/mark><\/strong><\/p>\n\n\n\n
\u307e\u3068\u3081<\/h2>\n\n\n\n
\u30b5\u30a4\u30d0\u30fc\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u30015\u6708\u306b\u7d9a\u3044\u3066\u65e5\u672c\u8a9eLLM\u300cCyberAgentLM2\u300d\u3092\u4e00\u822c\u516c\u958b\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n
\u307e\u305f\u3001CALM2\u306e\u30e2\u30c7\u30eb\u3092\u5b9f\u969b\u306b\u4f7f\u7528\u3057\u3066\u51fa\u529b\u5185\u5bb9\u3092GPT-3.5\u3068\u6bd4\u8f03\u3057\u307e\u3057\u305f\u3002\u305d\u306e\u7d50\u679c\u3001GPT-3.5\u3068\u540c\u7b49\u306b\u81ea\u7136\u306a\u65e5\u672c\u8a9e\u304c\u51fa\u529b\u3055\u308c\u308b\u307b\u304b\u3001\u65e5\u672c\u306e\u77e5\u8b58\u306b\u95a2\u3059\u308b\u8cea\u554f\u306b\u3064\u3044\u3066\u306fGPT-3.5\u3088\u308a\u3082\u7cbe\u5ea6\u306e\u9ad8\u3044\u56de\u7b54\u304c\u5f97\u3089\u308c\u307e\u3057\u305f\u3002<\/p>\n\n\n\n
11\u6708\u306b\u306fNTT\u304cLLM\u3092\u767a\u8868\u3057\u3066\u304a\u308a\u3001\u4eca\u5f8c\u3082\u65e5\u672c\u306eLLM\u958b\u767a\u3068\u305d\u306e\u6d3b\u7528\u306b\u6ce8\u76ee\u304c\u9ad8\u307e\u308a\u307e\u3059\u3002<\/p>\n\n\n\n","protected":false},"excerpt":{"rendered":"
\u30b5\u30a4\u30d0\u30fc\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u300111\u67082\u65e5\u306b70\u5104\u30d1\u30e9\u30e1\u30fc\u30bf\u30fb32,000\u30c8\u30fc\u30af\u30f3\u5bfe\u5fdc\u306e\u65e5\u672c\u8a9e\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u3092\u516c\u958b\u3057\u307e\u3057\u305f\u3002 \u30b5\u30a4\u30d0\u30fc\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u304b\u306d\u3066\u3088\u308a\u65e5\u672c\u8a9eLLM\u306e\u958b\u767a\u306b\u53d6\u308a\u7d44\u3093\u3067\u304a\u308a\u30012 […]<\/p>\n","protected":false},"author":9,"featured_media":11253,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_eb_attr":""},"categories":[44],"tags":[],"_links":{"self":[{"href":"https:\/\/taskhub.jp\/magazine\/wp-json\/wp\/v2\/posts\/11250"}],"collection":[{"href":"https:\/\/taskhub.jp\/magazine\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/taskhub.jp\/magazine\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/taskhub.jp\/magazine\/wp-json\/wp\/v2\/users\/9"}],"replies":[{"embeddable":true,"href":"https:\/\/taskhub.jp\/magazine\/wp-json\/wp\/v2\/comments?post=11250"}],"version-history":[{"count":4,"href":"https:\/\/taskhub.jp\/magazine\/wp-json\/wp\/v2\/posts\/11250\/revisions"}],"predecessor-version":[{"id":11256,"href":"https:\/\/taskhub.jp\/magazine\/wp-json\/wp\/v2\/posts\/11250\/revisions\/11256"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/taskhub.jp\/magazine\/wp-json\/wp\/v2\/media\/11253"}],"wp:attachment":[{"href":"https:\/\/taskhub.jp\/magazine\/wp-json\/wp\/v2\/media?parent=11250"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/taskhub.jp\/magazine\/wp-json\/wp\/v2\/categories?post=11250"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/taskhub.jp\/magazine\/wp-json\/wp\/v2\/tags?post=11250"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}